Unverified50% confidenceFactExact time
Low-resource languages refer to languages or dialects that lack large-scale annotated corpora, and publicly available data for many regional dialects is often only tens of hours or even less.
1
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50%
Confidence
Long-term
Relevance
10/1/2026
First Seen
Sources
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Related Claims
UnverifiedEnd-to-end speech translation requires large amounts of aligned data pairing source-language speech with target-language text, which is extremely scarce for low-resource language pairs.77% similarUnverifiedCurrently, only a small number of sign languages such as ASL and German Sign Language (DGS) have relatively rich resources; the vast majority of sign language systems face the low-resource language dilemma, making cross-lingual transfer learning and few-shot learning important research directions.77% similar
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